I'm Stanislas, data scientist pursuing a PhD in Computer Science.
This site hosts some of my writing on machine learning and related fields to carry out data science projects.
You will find blog posts on some latest Python features such as data classes, or a series on clustering algorithms, highlights of conferences I attended, and much more.
Open source projects
I open sourced a Python package for co-clustering.
You will find implementations of several algorithms working well for text mining or users-products data.
Co-clustering aims to group simultaneously rows (documents or users) and columns (words or products) of an array. It enables meaningful interpretation and big data handling through built-in compression.
I published scientific articles in peer reviewed international conferences and journals.
I also wrote blog posts on the website of my company and presented in workshops.
Get in touch
Feel free to contact me!